List your company
ResearchFormerly WizWand

Adversarial Point Cloud Classification on ModelNet40

84.9Adversarial AccuracyAPC
40.49252.02163.5575.079Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
APCSource Model=PointNet++, Target Model=PointNet++2026.0484.9
APCSource Model=PointNet, Target Model=PointNet2026.0484.7
APCSource Model=DGCNN, Target Model=DGCNN2026.0483.4
APCSource Model=PointNet, Target Model=PointNet++2026.0483.1
APCSource Model=DGCNN, Target Model=PointNet++2026.0483
IF-DefenseSource Model=PointNet, Target Model=PointNet++2026.0482.3
IF-DefenseSource Model=PointNet++, Target Model=PointNet++2026.0482.3
IF-DefenseSource Model=DGCNN, Target Model=PointNet++2026.0482.3
APCSource Model=PointNet++, Target Model=DGCNN2026.0481.6
APCSource Model=PointNet, Target Model=DGCNN2026.0481.5
IF-DefenseSource Model=PointNet, Target Model=DGCNN2026.0481.4
IF-DefenseSource Model=PointNet++, Target Model=DGCNN2026.0481.4
IF-DefenseSource Model=DGCNN, Target Model=DGCNN2026.0481.4
IF-DefenseSource Model=PointNet, Target Model=PointNet2026.0480.6
IF-DefenseSource Model=PointNet++, Target Model=PointNet2026.0480.6
IF-DefenseSource Model=DGCNN, Target Model=PointNet2026.0480.6
DUP-NetSource Model=PointNet, Target Model=PointNet++2026.0477.4
DUP-NetSource Model=PointNet++, Target Model=PointNet++2026.0477.4
DUP-NetSource Model=DGCNN, Target Model=PointNet++2026.0477.4
APCSource Model=PointNet++, Target Model=PointNet2026.0477.2
APCSource Model=DGCNN, Target Model=PointNet2026.0477.2
SORSource Model=PointNet, Target Model=PointNet++2026.0475.1
SORSource Model=PointNet++, Target Model=PointNet++2026.0475.1
SORSource Model=DGCNN, Target Model=PointNet++2026.0475.1
DUP-NetSource Model=PointNet, Target Model=PointNet2026.0472.3
DUP-NetSource Model=PointNet++, Target Model=PointNet2026.0472.3
DUP-NetSource Model=DGCNN, Target Model=PointNet2026.0472.3
SORSource Model=PointNet, Target Model=DGCNN2026.0469.6
SORSource Model=PointNet++, Target Model=DGCNN2026.0469.6
SORSource Model=DGCNN, Target Model=DGCNN2026.0469.6
SORSource Model=PointNet, Target Model=PointNet2026.0465.8
SORSource Model=PointNet++, Target Model=PointNet2026.0465.8
SORSource Model=DGCNN, Target Model=PointNet2026.0465.8
SRSSource Model=PointNet, Target Model=PointNet++2026.0465.2
SRSSource Model=PointNet++, Target Model=PointNet++2026.0465.2
SRSSource Model=DGCNN, Target Model=PointNet++2026.0465.2
SRSSource Model=PointNet, Target Model=PointNet2026.0455.7
SRSSource Model=PointNet++, Target Model=PointNet2026.0455.7
SRSSource Model=DGCNN, Target Model=PointNet2026.0455.7
SRSSource Model=PointNet, Target Model=DGCNN2026.0454.3
SRSSource Model=PointNet++, Target Model=DGCNN2026.0454.3
SRSSource Model=DGCNN, Target Model=DGCNN2026.0454.3
DUP-NetSource Model=PointNet, Target Model=DGCNN2026.0442.2
DUP-NetSource Model=PointNet++, Target Model=DGCNN2026.0442.2
DUP-NetSource Model=DGCNN, Target Model=DGCNN2026.0442.2